Efficient Computing

Local object crop collision network for efficient simulation of non-convex objects in GPU-based simulators RSS 2023 Location-Aware Visual Question Generation with Lightweight Models EMNLP 2023 LOFT: Finding Lottery Tickets through Filter-wise Training AISTATS 2023 Long-Range Language Modeling with Selective Cache EMNLP 2023 LookupFFN: Making Transformers Compute-lite for CPU inference ICML 2023 LoSparse: Structured Compression of Large Language Models based on Low-Rank and Sparse Approximation ICML 2023 Lossless 4-bit Quantization of Architecture Compressed Conformer ASR Systems on the 300-hr Switchboard Corpus Interspeech 2023 Lossy and Lossless (L2) Post-training Model Size Compression ICCV 2023 Lossy Image Compression With Quantized Hierarchical VAEs WACV 2023 Lottery Pools: Winning More by Interpolating Tickets without Increasing Training or Inference Cost AAAI 2023 Low-complexity Broadband Beampattern Synthesis using Array Response Control Interspeech 2023 Low Complexity Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Optimization over (Non-)Convex Set ICML 2023 Lowering the Pre-training Tax for Gradient-based Subset Training: A Lightweight Distributed Pre-Training Toolkit ICML 2023 LVMT: An Efficient Authenticated Storage for Blockchain OSDI 2023 MA-BERT: Towards Matrix Arithmetic-only BERT Inference by Eliminating Complex Non-Linear Functions ICLR 2023 Machine Learning for Cutting Planes in Integer Programming: A Survey IJCAI 2023 Make Pre-trained Model Reversible: From Parameter to Memory Efficient Fine-Tuning NeurIPS 2023 Making Scalable Meta Learning Practical NeurIPS 2023 Making Vision Transformers Efficient From a Token Sparsification View CVPR 2023 ManiSkill2: A Unified Benchmark for Generalizable Manipulation Skills ICLR 2023 MARS: Masked Automatic Ranks Selection in Tensor Decompositions AISTATS 2023 Masked Autoencoders Enable Efficient Knowledge Distillers CVPR 2023 Masked Wavelet Representation for Compact Neural Radiance Fields CVPR 2023 Masking Kernel for Learning Energy-Efficient Representations for Speaker Recognition and Mobile Health Interspeech 2023 MAS: Towards Resource-Efficient Federated Multiple-Task Learning ICCV 2023